# Calorio - AI Nutrition Service

> A maintained Telegram service that helps people keep a food diary with meal photos, voice messages and text.

## Summary
Calorio is an AI nutrition assistant associated with YourFit. I built and maintain its multimodal meal-logging workflows, nutrition summaries, diary and goal tracking. The engineering work spans image and speech interpretation, structured food records, Telegram delivery, deployment and ongoing technical support. A beta Mini App provides a companion diary and profile interface.

## Project Figures

![Conceptual illustration of meal photos, voice and text feeding a personal food diary](https://zack-dev-cm.github.io/docs/images/calorio-workflow-v3.webp)

Conceptual illustration of multimodal meal logging; this is not a Calorio interface screenshot.

## Project Link
https://zack-dev-cm.github.io/projects/calorio-ai-nutrition-service.md

## Key Features
- Log meals through photos, voice messages or text in Telegram
- Turn recognition results into food-diary entries and nutrition summaries
- Track nutrition goals through the bot and companion diary interface
- Maintain deployment, service reliability and technical support

## Tech Stack
- Python
- FastAPI
- Telegram Bot API
- Vision-language models
- Speech-to-text
- SQLite
- Telegram Mini Apps

## Links
- [Try Calorio on Telegram](https://t.me/calorio_yf_bot)